Solving two-class classification problem using AdaBoost

• Main Authors: Chan, Lih Heng, Salleh, Hussain
• Format: Conference or Workshop Item
• Language: English
• Published: 2009
• Subjects: TJ Mechanical engineering and machinery
• Online Access: http://eprints.utm.my/id/eprint/12457/1/LihHengChan2008_SolvingTwoClassClassificationProblem.pdf; http://eprints.utm.my/id/eprint/12457/

This paper presents a learning algorithm based on AdaBoost for solving two-class classification problem. The concept of boosting is to combine several weak learners to form a highly accurate strong classifier. AdaBoost is fast and simple because it focuses on finding weak learning algorithms that on...